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分析住院治疗期间不同严重程度 COVID-19 患者的上呼吸道微生物组。

Characterization of upper airway microbiome across severity of COVID-19 during hospitalization and treatment.

机构信息

Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.

Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China.

出版信息

Front Cell Infect Microbiol. 2023 Jul 4;13:1205401. doi: 10.3389/fcimb.2023.1205401. eCollection 2023.

Abstract

Longitudinal studies on upper respiratory tract microbiome in coronavirus disease 2019 (COVID-19) without potential confounders such as antimicrobial therapy are limited. The objective of this study is to assess for longitudinal changes in the upper respiratory microbiome, its association with disease severity, and potential confounders in adult hospitalized patients with COVID-19. Serial nasopharyngeal and throat swabs (NPSTSs) were taken for 16S rRNA gene amplicon sequencing from adults hospitalized for COVID-19. Alpha and beta diversity was assessed between different groups. Principal coordinate analysis was used to assess beta diversity between groups. Linear discriminant analysis was used to identify discriminative bacterial taxa in NPSTS taken early during hospitalization on need for intensive care unit (ICU) admission. A total of 314 NPSTS samples from 197 subjects (asymptomatic = 14, mild/moderate = 106, and severe/critical = 51 patients with COVID-19; non-COVID-19 mechanically ventilated ICU patients = 11; and healthy volunteers = 15) were sequenced. Among all covariates, antibiotic treatment had the largest effect on upper airway microbiota. When samples taken after antibiotics were excluded, alpha diversity (Shannon, Simpson, richness, and evenness) was similar across severity of COVID-19, whereas beta diversity (weighted GUniFrac and Bray-Curtis distance) remained different. Thirteen bacterial genera from NPSTS taken within the first week of hospitalization were associated with a need for ICU admission (area under the receiver operating characteristic curve, 0.96; 95% CI, 0.91-0.99). Longitudinal analysis showed that the upper respiratory microbiota alpha and beta diversity was unchanged during hospitalization in the absence of antimicrobial therapy.

摘要

针对没有抗生素治疗等潜在混杂因素的 2019 年冠状病毒病(COVID-19)上呼吸道微生物组的纵向研究有限。本研究旨在评估成人 COVID-19 住院患者上呼吸道微生物组的纵向变化、其与疾病严重程度的相关性以及潜在混杂因素。对因 COVID-19 住院的成年人连续采集鼻咽和咽喉拭子(NPSTSs),进行 16S rRNA 基因扩增子测序。评估不同组间的 alpha 和 beta 多样性。主坐标分析用于评估组间的 beta 多样性。线性判别分析用于鉴定住院早期 NPSTS 中需要入住重症监护病房(ICU)的有区别的细菌分类群。对 197 例患者(无症状=14 例、轻度/中度=106 例和严重/危重症=51 例 COVID-19 患者;非 COVID-19 机械通气 ICU 患者=11 例;和健康志愿者=15 例)的 314 个 NPSTS 样本进行测序。在所有协变量中,抗生素治疗对上呼吸道微生物群的影响最大。当排除使用抗生素后的样本时,COVID-19 严重程度之间的 alpha 多样性(Shannon、Simpson、丰富度和均匀度)相似,而 beta 多样性(加权 UniFrac 和 Bray-Curtis 距离)仍存在差异。住院后第一周内 NPSTS 中 13 个细菌属与需要 ICU 入住相关(接受者操作特征曲线下面积,0.96;95%CI,0.91-0.99)。纵向分析表明,在没有抗生素治疗的情况下,住院期间上呼吸道微生物群的 alpha 和 beta 多样性没有变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f4b7/10352853/d9e4a6b75fd7/fcimb-13-1205401-g001.jpg

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